Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-13 0.163308 0.178933 0.195997 0.216123 0.239351 0.265491 0.297374
2025-07-20 0.143311 0.165931 0.192736 0.227349 0.271627 0.327490 0.405203
2025-07-27 0.129502 0.155996 0.189333 0.235488 0.299672 0.389034 0.529475
2025-08-03 0.118980 0.147723 0.185617 0.241115 0.323915 0.449724 0.671715
2025-08-10 0.108729 0.138075 0.178152 0.239474 0.336296 0.494655 0.804642
2025-08-17 0.097840 0.126189 0.165865 0.228488 0.331535 0.509721 0.888549
2025-08-24 0.090300 0.118161 0.158064 0.222945 0.334114 0.537445 1.009194
2025-08-31 0.085036 0.112850 0.153596 0.221844 0.343706 0.580163 1.184495
2025-09-07 0.080849 0.108712 0.150406 0.222249 0.355806 0.630874 1.410247
2025-09-14 0.075116 0.101820 0.142309 0.213326 0.348778 0.638853 1.521039
2025-09-21 0.070399 0.096154 0.135693 0.206229 0.344158 0.651169 1.655478
2025-09-28 0.066891 0.092117 0.131369 0.202711 0.346136 0.679727 1.869781
2025-10-05 0.065545 0.091428 0.132569 0.209593 0.371569 0.777122 2.466759
2025-10-12 0.064438 0.091047 0.134259 0.217661 0.401565 0.900815 3.408485
2025-10-19 0.063186 0.090335 0.135300 0.224597 0.430664 1.037338 4.791977
2025-10-26 0.061722 0.089162 0.135415 0.229668 0.456514 1.178733 6.785967
2025-11-02 0.059400 0.086414 0.132498 0.228090 0.465071 1.263900 8.725932
2025-11-09 0.056039 0.081746 0.125804 0.217827 0.448634 1.244717 9.299458
2025-11-16 0.053614 0.078558 0.121635 0.212647 0.445402 1.280125 11.034132
2025-11-23 0.051914 0.076525 0.119467 0.211618 0.453684 1.370935 14.784609
2025-11-30 0.050512 0.074931 0.118007 0.211996 0.466178 1.490601 21.463444
2025-12-07 0.048114 0.071505 0.112896 0.203652 0.451202 1.467591 23.277088
2025-12-14 0.046060 0.068606 0.108659 0.197009 0.440575 1.464199 26.417790